Triple

T930598
Position Surface form Disambiguated ID Type / Status
Subject Federal Emergency Management Agency E20082 entity
Predicate hasSubdivision P747 FINISHED
Object FEMA Region VII
FEMA Region VII is the regional office of the Federal Emergency Management Agency responsible for coordinating disaster preparedness, response, and recovery efforts in the central United States, including states such as Iowa, Kansas, Missouri, and Nebraska.
 E116790 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: FEMA Region VII | Statement: [Federal Emergency Management Agency, hasSubdivision, FEMA Region VII]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: FEMA Region VII
Context triple: [Federal Emergency Management Agency, hasSubdivision, FEMA Region VII]
  • A. FEMA Region V
    FEMA Region V is the Midwestern regional office of the Federal Emergency Management Agency responsible for coordinating disaster preparedness, response, and recovery efforts across several states in that area.
  • B. FEMA Region VI
    FEMA Region VI is the U.S. Federal Emergency Management Agency regional office responsible for coordinating disaster preparedness, response, and recovery efforts across Arkansas, Louisiana, New Mexico, Oklahoma, and Texas.
  • C. FEMA Region IV
    FEMA Region IV is the southeastern regional office of the Federal Emergency Management Agency responsible for coordinating disaster preparedness, response, and recovery across several states in that part of the United States.
  • D. FEMA Region III
    FEMA Region III is the regional office of the Federal Emergency Management Agency responsible for coordinating disaster preparedness, response, and recovery efforts in the Mid-Atlantic area of the United States.
  • E. FEMA Region II
    FEMA Region II is the regional office of the Federal Emergency Management Agency responsible for coordinating disaster preparedness, response, and recovery efforts in New York, New Jersey, Puerto Rico, and the U.S. Virgin Islands.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: FEMA Region VII
Triple: [Federal Emergency Management Agency, hasSubdivision, FEMA Region VII]
Generated description
FEMA Region VII is the regional office of the Federal Emergency Management Agency responsible for coordinating disaster preparedness, response, and recovery efforts in the central United States, including states such as Iowa, Kansas, Missouri, and Nebraska.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: FEMA Region VII
Target entity description: FEMA Region VII is the regional office of the Federal Emergency Management Agency responsible for coordinating disaster preparedness, response, and recovery efforts in the central United States, including states such as Iowa, Kansas, Missouri, and Nebraska.
  • A. FEMA Region V
    FEMA Region V is the Midwestern regional office of the Federal Emergency Management Agency responsible for coordinating disaster preparedness, response, and recovery efforts across several states in that area.
  • B. FEMA Region VI
    FEMA Region VI is the U.S. Federal Emergency Management Agency regional office responsible for coordinating disaster preparedness, response, and recovery efforts across Arkansas, Louisiana, New Mexico, Oklahoma, and Texas.
  • C. FEMA Region IV
    FEMA Region IV is the southeastern regional office of the Federal Emergency Management Agency responsible for coordinating disaster preparedness, response, and recovery across several states in that part of the United States.
  • D. FEMA Region III
    FEMA Region III is the regional office of the Federal Emergency Management Agency responsible for coordinating disaster preparedness, response, and recovery efforts in the Mid-Atlantic area of the United States.
  • E. FEMA Region II
    FEMA Region II is the regional office of the Federal Emergency Management Agency responsible for coordinating disaster preparedness, response, and recovery efforts in New York, New Jersey, Puerto Rico, and the U.S. Virgin Islands.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69a493af3dc48190adb7263e6e445ea1 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b34b302c81908fa32cb18f551493 completed March 1, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac258152cc8190a24456aefd58f19c completed March 7, 2026, 1:17 p.m.
NEDg Description generation batch_69ac262d13248190a6e9ae3c3c6d2547 completed March 7, 2026, 1:20 p.m.
NED2 Entity disambiguation (via description) batch_69ac269165b481909a2fd580c0bf1a70 completed March 7, 2026, 1:22 p.m.
Created at: March 1, 2026, 7:40 p.m.